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Multivariate Boosting for Integrative Analysis of High-Dimensional Cancer Genomic Data
In this paper, we propose a novel multivariate component-wise boosting method for fitting multivariate response regression models under the high-dimension, low sample size setting. Our method is motivated by modeling the association among different biological molecules based on multiple types of hig...
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| Publicado no: | Cancer Inform |
|---|---|
| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Libertas Academica
2015
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4648611/ https://ncbi.nlm.nih.gov/pubmed/26609213 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4137/CIN.S16353 |
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